Apify
import.io
Octoparse
Bright Data
ParseHub
Zyte
Scrapy
Data Miner
CampaignStack
Expandi.io
Dripify
Dux Soup
Reply.io
Skylead
Gojiberry AI
lemlist
Apify is a JavaScript & Node.js based data extraction tool for websites that crawls lists of URLs and automates workflows on the web. With Apify you can manage and automatically scale a pool of headless Chrome / Puppeteer instances, maintain queues of URLs to crawl, store crawling results locally or in the cloud, rotate proxies and much more.
CampaignStack is campaign orchestration for B2B lead generation agencies running outbound at volume across LinkedIn and email.
The design starts from the constraint everyone else ignores: a client's LinkedIn account is not replaceable. So every connected account gets a hard daily action budget that ramps up over weeks instead of firing at full volume on day one, a dedicated residential proxy, and a persistent browser fingerprint that stays stable between sessions. The numbers are visible in the dashboard, not buried in a settings page.
AI drafts the messages. A human approves them in a review queue before anything leaves the account, and auto-send stays off until you switch it on.
Underneath, leads are scored against your ICPs, signals like job changes and post engagement decide who is worth contacting, and replies land in one shared inbox. An MCP server with 90+ tools lets Claude and other AI agents drive the whole platform.
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CampaignStack's answer:
CampaignStack runs on a TypeScript stack end to end.
CampaignStack's answer:
CampaignStack protects the one asset in outbound that cannot be replaced: the client's LinkedIn account. Once it is restricted, no amount of spend brings it back.
Against tools like Expandi, Dripify, Waalaxy, HeyReach, Skylead, and Dux-Soup, which compete mainly on volume and speed:
Everything else is still there: campaign orchestration, ICP scoring, buying signals, A/B testing, and one shared inbox across every account and client.
CampaignStack's answer:
CampaignStack is a LinkedIn and email outreach platform built around one rule: show the sending limit, and refuse to cross it.
Most tools in this category bury their limits in a settings page. CampaignStack puts the number on the dashboard.
CampaignStack's answer:
CampaignStack is built for B2B lead generation agencies running outbound for several clients at once, sized for 5 to 20 client workspaces, where one restricted profile means a lost retainer.
It also fits:
All of them share one constraint: they need volume, and they cannot afford to lose an account getting it.
CampaignStack's answer:
CampaignStack is built by a small team that spent years inside the LinkedIn automation industry, watching client accounts get restricted by tools that sent too much too fast. The pattern was always the same: the tool advertises volume, the agency turns it up, and a few weeks later a client's account is limited and the retainer is gone. Nothing on the market showed you the line you were about to cross. So we built the platform we wanted to use, one that treats a connected account as something you cannot get back.
Based on our record, Apify seems to be more popular. It has been mentiond 46 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
That runs News Scraper on Apify, which is the same forty lines plus the parts that are Tedious rather than hard: both feeds, the nested publisher element, the date Normalisation, and deduplication. - Source: dev.to / 12 days ago
That runs an Apify Actor I maintain, Domain Scraper, because the Tedious parts are the RDAP bootstrap, the vcard unpacking and the provider Fingerprinting rather than the HTTP call. If you would rather do it yourself, Https://rdap.org/domain/ is the whole API and it needs no key. - Source: dev.to / 12 days ago
Data collection: Apify actors, one per source, that scrape the open-data endpoints and normalize them. Quebec RBQ ships a daily bulk CSV (inside a 10.8 MB zip, ~924k rows that dedupe to ~54k active licences). Ontario HCRA has no bulk file โ it's an internal JSON API behind the public registry. - Source: dev.to / about 1 month ago
Create a free Apify account and grab your API token from Settings โ API & Integrations. - Source: dev.to / about 1 month ago
BYOK. It runs on your own Apify token. No shared keys, no lock-in, no licensing chokepoint โ a lesson the whole "Proxycurl shut down and stranded everyone" saga taught the space. - Source: dev.to / about 2 months ago
import.io - Import. io helps its users find the internet data they need, organize and store it, and transform it into a format that provides them with the context they need.
Expandi.io - Your LinkedIn is more important than ever. Choose your LinkedIn Automation tool wisely. Connect with your leads with worlds safest software.
Octoparse - Octoparse provides easy web scraping for anyone. Our advanced web crawler, allows users to turn web pages into structured spreadsheets within clicks.
Dripify - Supercharge LinkedIn prospecting and close more deals
Bright Data - World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.
Dux Soup - Dux-Soup is a lead generation tool for LinkedIn.
